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Multi Class Classification and Autoencoder for MNIST Dataset using Multi Layer Feed Forward Neural Net implemented from scratch

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mnist-multilayer-feedforward

Multi Class Classification and Autoencoder for MNIST Dataset using Multi Layer Feed Forward Neural Net implemented from scratch

Requirements

Python 3.7

Installing Dependencies

$ pip3 install -r requirements.txt

Running the code

Make sure that both main.py and model.py are in the same directory

$ python3 main.py

Output

The code will generate a set of graphs under the figs directory (should be available before running).